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When using the dispersed optimizer, You may use the next Software to repartition the distributed optimizer In the event the parallel schemes is altered over the instruction.
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It really is very simple to accomplish the heterogeneous training on chips of various generations Together with the exact same architecture or appropriate architectures.
Insert custom made optimizations and integrate strategies from other fantastic open-resource projects like DeepSpeed and vLLM etc.
In addition it assists developers in rapidly creating a essential nonetheless finish pipeline for LLM, which include education, wonderful-tuning, inference and serving. It's quite a few helen88 features as follows:
That will help support the investigation, you can pull the corresponding error log from your web server and submit it our assistance team. Be sure to include things like the Ray ID (which happens to be at The underside of the error site). Further troubleshooting methods.
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Deliver the coaching techniques of your Aquila products kind BAAI that may assured teaching convergence
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In advance of doing the heterogenous training, you should lengthen the hostfile by introducing the system kinds. You're no cost to pick the identifier strings for these gadget kinds, but make sure you make certain they are not duplicated.
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